Ebrahimihoor Elnaz, Karpman Mitchell, Grover Jennifer, Muganlinskaya Nargiz
Luminis Health Anne Arundel Medical Center, Annapolis, MD, USA.
J Community Hosp Intern Med Perspect. 2023 Sep 2;13(5):15-22. doi: 10.55729/2000-9666.1237. eCollection 2023.
Overcrowding in the Emergency department (ED) necessitates a major challenge in delivering high-quality care in acute settings. This study presents a novel approach to modeling the relationship between the day of the week, ED arrivals, chest pain (CP), and acute myocardial infarction (AMI) using regression analysis. We analyzed data from 2016 to 2019 across three platforms: a nationwide representative sample (NHAMCS), a federated data network (TriNetX), and a regional medical center. For the stated three outcomes, the number of patients in that category on each day of the week was calculated; these were then calculated separately for each year, as well as across all four years. In line with prior studies, this study demonstrates the highest percentage of ED arrival on Mondays and the lowest on the weekends. Similarly, chest pain was more prevalent on Mondays, with similar patterns for TriNetX and the regional medical center. Analyzing NHAMCS data demonstrated Wednesdays as the busiest day for AMI-related ED arrivals, although this observation was not statistically significant. This knowledge will better aid us in resource allocation and system awareness, paving a path toward better patient care, improving disease management, and reducing healthcare costs.
急诊科的过度拥挤给在急性病环境中提供高质量护理带来了重大挑战。本研究提出了一种新颖的方法,使用回归分析来模拟一周中的日期、急诊科就诊人数、胸痛(CP)和急性心肌梗死(AMI)之间的关系。我们分析了2016年至2019年来自三个平台的数据:一个全国代表性样本(NHAMCS)、一个联合数据网络(TriNetX)和一个地区医疗中心。对于上述三个结果,计算了一周中每天该类别患者的数量;然后分别针对每年以及所有四年进行计算。与先前的研究一致,本研究表明周一急诊科就诊人数百分比最高,周末最低。同样,胸痛在周一更为普遍,TriNetX和地区医疗中心呈现类似模式。分析NHAMCS数据显示,周三是与AMI相关的急诊科就诊最繁忙的日子,尽管这一观察结果在统计学上并不显著。这些知识将更好地帮助我们进行资源分配和系统认知,为改善患者护理、改进疾病管理和降低医疗成本铺平道路。